Is Artificial General Intelligence Here?
<p>“For the first time in human history, we are no longer alone in the space of general intelligence.” In a commentary published today at Nature, a group of researchers, including two philosophers, argue that “once you clear away certain confusions, and strive to make fair comparisons and avoid anthropocentric biases, the conclusion is straightforward: by reasonable standards… we have artificial systems that are generally intelligent.” In the piece, Eddy Keming Chen (Philosophy, UCSD), Mikhail Belkin (Computer Science, UCSD), Leon Bergen (Linguistics, UCSD), and David Danks (Philosophy, UVA) offer what they think is a reasonable clarification of the idea of general intelligence (AGI), evidence that today’s AI fits with this clarified definition, address an array of objections, and discuss why this is important. You can read the article here. They acknowledge that when it comes to general intelligence, “there is no ‘bright line’ test for its presence—any exact threshold is inevitably arbitrary”. Still, progress in figuring out what has general intelligence is possible, since, “we recognize paradigm cases without needing exact boundaries.” For example, “humans are paradigm examples of general intelligence; a pocket calculator lacks it, despite superhuman ability at calculations.” In assessing what has general intelligence, we need to make sure we’re not demanding more for non-humans than for humans, they think. So when it comes to methodology, they say: “When we assess general intelligence or ability in other humans, we do not attempt to peer inside their heads to verify understanding—we infer it from behaviour, conversation and problem-solving. No single test is definitive, but evidence accumulates. The same applies to artificial systems.” They then survey some of that evidence, observing that some current AI’s perform not just at “Turing-test level” proficiency but in ways comparable to expert humans. They note that “current LLMs even exceed what we demand of humans: we credit individual people with general intelligence on the basis of much weaker evidence.” They also respond to various objections, such as: LLMs are just stochastic parrots, LLMs lack world models, LLMs only understand words, LLMs lack agency, LLMs lack a sense of self, LLMs “hallucinate”, and others. As for the significance of AGI, the authors write: Nicolaus Copernicus displaced humans from the centre of the cosmos. Darwin displaced humans..</p>
<p>The post <a href="https://dailynous.com/2026/02/02/is-artificial-general-intelligence-here/">Is Artificial General Intelligence Here?</a> first appeared on <a href="https://dailynous.com">Daily Nous</a>.</p>